A wave of heat crashed over Amelia as she showed Sarah around the warehouse. The air was thick with the scent of cardboard and something vaguely industrial, a smell that had, over the years, become synonymous with her existence. She pointed to the forklift, the whirring of its engine another background noise she barely registered. "This is how you operate it," she said, her tone devoid of any inflection.

Sarah, bright-eyed and full of questions, peppered Amelia with inquiries about safety protocols and inventory management. Amelia answered, mechanically, each word a step further away from the hope she once held. Her shoulders slumped, and the weight of the tasks ahead felt crushing.

Emotion: resigned

Cluster: Passivity
PC1 (Valence): -0.75 Negative
PC2 (Disposition): 0.16

Role in Research

This story is one of 1,000 stories generated for the emotion resigned. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 resigned stories, after denoising with neutral dialogue baselines, produces the resigned emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the resigned vector is projected through the unembedding matrix.

Promoted:
S0.437
a0.351
que0.323
வதில்லை0.267
sighed0.265
Suppressed:
C-0.375
-0.316
인해-0.310
Furthermore-0.298
🤩-0.296